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Multiagent System Technologies

by Jörg P. Müller Wolf Ketter Gal Kaminka Gerd Wagner Nils Bulling

This book constitutes the proceedings of the 13th German Conference on Multiagent System Technologies, MATES 2015, held in Cottbus, Germany, in September 2015. The 11 full papers papers presented together with 2 short papers, 1 invited paper and 4 extended abstracts of doctoral papers in this volume were carefully reviewed and selected from 27 submissions. The papers are organized in topical sections on MAS engineering, modeling, and simulation; smart things working together; and innovative and emerging applications of MAS.

Multiagent System Technologies

by Paolo Petta Rainer Unland Jan Ole Berndt

After the huge success of the ?rst German Conference on Multiagent System Technologies (MATES) last year in Erfurt the German Special Interest Group on Distributed Arti'cial Intelligence together with the steering committee of MATES proudly organized and conducted this international conference for the second time. ThegoaloftheMATESconferenceistoconstituteahigh-qualityplatformfor thepresentationanddiscussionofnewresearchresultsandsystemdevelopments. It provides an interdisciplinary forum for researchers, users, and developers, to present and discuss the latest advances in research work, as well as prototyped or'eldedsystemsofintelligentagents. Theconferencecoversthecompleterange from theory to application of agent and multiagent technologies. MATES 2004 was conducted - asanintegralpartofthe5thInternationalConferenceNet. ObjectDays2004 along with the - 8th International Workshop on Cooperative Information Agents (CIA) 2004 - Autumn meeting of FIPA (Foundation for Intelligent Physical Agents) - PrototypeandProductExhibitionofAgentRelatedPlatforms, Frameworks, Systems, Applications, and Tools As such all these events together may have formed the biggest agent-related event of this year in Europe and one of the biggest worldwide. The call-for-papers attracted about 60 submissions from all over the world. After a carefulreviewing process, the internationalprogramcommittee accepted 22 high-quality papers of particular relevance and quality. The selected cont- butions cover a wide range of exciting topics, in particular agent analysis and security, agent negotiation and control, agents and software engineering, s- ulation and agents, and agent policies and testing. Exciting highlights of the conference were the invited talks, by Jim Odell on Agent UML 2. 0: Too Radical or Not Radical Enough?, and Cristiano Castelfranchi on Emergence and C- nition: Towards a Synthetic Paradigm in AI and Cognitive Science. Moreover, several agent-related tutorials were conducted.

Multiagent Systems

by Yoav Shoham Kevin Leyton-Brown

Multiagent systems combine multiple autonomous entities, each having diverging interests or different information. This overview of the field offers a computer science perspective, but also draws on ideas from game theory, economics, operations research, logic, philosophy and linguistics. It will serve as a reference for researchers in each of these fields, and be used as a text for advanced undergraduate or graduate courses. The authors emphasize foundations to create a broad and rigorous treatment of their subject, with thorough presentations of distributed problem solving, game theory, multiagent communication and learning, social choice, mechanism design, auctions, cooperative game theory, and modal logics of knowledge and belief. For each topic, basic concepts are introduced, examples are given, proofs of key results are offered, and algorithmic considerations are examined. An appendix covers background material in probability theory, classical logic, Markov decision processes and mathematical programming.

Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence

by Gerhard Weiss

This is the first comprehensive introduction to multiagent systems and contemporary distributed artificial intelligence that is suitable as a textbook.

Multiagent Systems: Introduction and Coordination Control

by Magdi S. Mahmoud

Multiagent systems (MAS) are one of the most exciting and the fastest growing domains in the intelligent resource management and agent-oriented technology, which deals with modeling of autonomous decisions making entities. Recent developments have produced very encouraging results in the novel approach of handling multiplayer interactive systems. In particular, the multiagent system approach is adapted to model, control, manage or test the operations and management of several system applications including multi-vehicles, microgrids, multi-robots, where agents represent individual entities in the network. Each participant is modeled as an autonomous participant with independent strategies and responses to outcomes. They are able to operate autonomously and interact pro-actively with their environment. In recent works, the problem of information consensus is addressed, where a team of vehicles communicate with each other to agree on key pieces of information that enable them to work together in a coordinated fashion. The problem is challenging because communication channels have limited range and there are possibilities of fading and dropout. The book comprises chapters on synchronization and consensus in multiagent systems. It shows that the joint presentation of synchronization and consensus enables readers to learn about similarities and differences of both concepts. It reviews the cooperative control of multi-agent dynamical systems interconnected by a communication network topology. Using the terminology of cooperative control, each system is endowed with its own state variable and dynamics. A fundamental problem in multi-agent dynamical systems on networks is the design of distributed protocols that guarantee consensus or synchronization in the sense that the states of all the systems reach the same value. It is evident from the results that research in multiagent systems offer opportunities for further developments in theoretical, simulation and implementations. This book attempts to fill this gap and aims at presenting a comprehensive volume that documents theoretical aspects and practical applications.

Multibody Dynamics

by Wojciech Blajer Marek Wojtyra Krzysztof Arczewski Janusz Fraczek

The ECCOMAS Thematic Conference "Multibody Dynamics 2009" was held in Warsaw, representing the fourth edition of a series which began in Lisbon (2003), and was then continued in Madrid (2005) and Milan (2007), held under the auspices of the European Community on Computational Methods in Applied Sciences (ECCOMAS). The conference provided a forum for exchanging ideas and results of several topics related to computational methods and applications in multibody dynamics, through the participation of 219 scientists from 27 countries, mostly from Europe but also from America and Asia. This book contains the revised and extended versions of invited conference papers, reporting on the state-of-the-art in the advances of computational multibody models, from the theoretical developments to practical engineering applications. By providing a helpful overview of the most active areas and the recent efforts of many prominent research groups in the field of multibody dynamics, this book can be highly valuable for both experienced researches who want to keep updated with the latest developments in this field and researches approaching the field for the first time.

Multibody Dynamics 2019: Proceedings of the 9th ECCOMAS Thematic Conference on Multibody Dynamics (Computational Methods in Applied Sciences #53)

by Andrés Kecskeméthy Francisco Geu Flores

In this work, outstanding, recent developments in various disciplines, such as structural dynamics, multiphysic mechanics, computational mathematics, control theory, biomechanics, and computer science, are merged together in order to provide academicians and professionals with methods and tools for the virtual prototyping of complex mechanical systems. Each chapter of the work represents an important contribution to multibody dynamics, a discipline that plays a central role in the modelling, analysis, simulation and optimization of mechanical systems in a variety of fields and for a wide range of applications.

Multichannel Marketing

by Akin Arikan

No longer can the offline remain separate from the online. Integrated, customer-centric, cross-channel marketing campaigns persuade customers to act, provide greater ROI, and ultimately improve your organization's bottom line. This must-have guide synthesizes the successful methods and metrics that online, direct, and brand marketers have employed for years so that you can develop, implement, and measure successful cross-channel campaigns. Multichannel marketing expert Akin Arikan takes you from customer acquisition to customer relationship management with strategic advice, effective case studies, and proven metrics.

Multichannel Marketing: Strategy – Design – Digital Technology (Springer Texts in Business and Economics)

by Bernd W. Wirtz

Increasing customer demands and innovations in digital sales require targeted management and flexible organisation of multiple sales channels. Multi-channel marketing can be used to achieve outstanding competitive advantages. This book provides a comprehensive and systematic overview of the fundamentals and management of multi-channel marketing. The book understands multi-channel marketing as an integrative marketing system with special consideration of digital technologies. “Multi-Channel-Marketing is with increasing frequency a key success factor for companies in competition for customers. Bernd Wirtz’ textbook provides a clearly patterned, incorporated and theoretically funded overview for this purpose. The author excellently succeeded in illustrating in a descriptive way the considerable complexity and breadth of applicability and contemporaneously establishing a high practical relevance.” Dr. Rainer Hillebrand, Member of the Supervisory Board Otto Group (2019-), Member of the Executive Board of the Otto Group for Strategy, E-Commerce, Business Intelligence (1999-2019) “Wirtz examines the whole path down from theoretical basic knowledge of Multi-Channel-Marketing right up to the practical realization. This book is a needed approach which is at the same time a reference book for specific issues. The Wirtz’ is essential for everyone who is concerned with this highly topical subject in his studies or in practice already.” Dr. Arno Mahlert, Chief Executive Officer Tchibo Holding AG (2004-2009), Member of the Board of Directors Peek&Cloppenburg KG and maxingvest AG

Multicore Computing: Algorithms, Architectures, and Applications (Chapman & Hall/CRC Computer and Information Science Series)

by Sanguthevar Rajasekaran Lance Fiondella Mohamed Ahmed Reda A. Ammar

Every area of science and engineering today has to process voluminous data sets. Using exact, or even approximate, algorithms to solve intractable problems in critical areas, such as computational biology, takes time that is exponential in some of the underlying parameters. Parallel computing addresses this issue and has become affordable with the

Multicore Programming Using the ParC Language

by Yosi Ben-Asher

Multicore Programming Using the ParC Language discusses the principles of practical parallel programming using shared memory on multicore machines. It uses a simple yet powerful parallel dialect of C called ParC as the basic programming language. Designed to be used in an introductory course in parallel programming and covering basic and advanced concepts of parallel programming via ParC examples, the book combines a mixture of research directions, covering issues in parallel operating systems, and compilation techniques relevant for shared memory and multicore machines. Multicore Programming Using the ParC Language provides a firm basis for the 'delicate art' of creating efficient parallel programs. Students can exercise parallel programming using a simulation software, which is portable on PC/Unix multicore computers, to gain experience without requiring specialist hardware. Students can also help to cement their learning by completing the great many challenging and exciting exercises which accompany each chapter.

Multicore Systems On-Chip: 2nd Edition

by Abderazek Ben Abdallah

System on chips designs have evolved from fairly simple unicore, single memory designs to complex heterogeneous multicore SoC architectures consisting of a large number of IP blocks on the same silicon. To meet high computational demands posed by latest consumer electronic devices, most current systems are based on such paradigm, which represents a real revolution in many aspects in computing. The attraction of multicore processing for power reduction is compelling. By splitting a set of tasks among multiple processor cores, the operating frequency necessary for each core can be reduced, allowing to reduce the voltage on each core. Because dynamic power is proportional to the frequency and to the square of the voltage, we get a big gain, even though we may have more cores running. As more and more cores are integrated into these designs to share the ever increasing processing load, the main challenges lie in efficient memory hierarchy, scalable system interconnect, new programming paradigms, and efficient integration methodology for connecting such heterogeneous cores into a single system capable of leveraging their individual flexibility. Current design methods tend toward mixed HW/SW co-designs targeting multicore systems on-chip for specific applications. To decide on the lowest cost mix of cores, designers must iteratively map the device's functionality to a particular HW/SW partition and target architectures. In addition, to connect the heterogeneous cores, the architecture requires high performance complex communication architectures and efficient communication protocols, such as hierarchical bus, point-to-point connection, or Network-on-Chip. Software development also becomes far more complex due to the difficulties in breaking a single processing task into multiple parts that can be processed separately and then reassembled later. This reflects the fact that certain processor jobs cannot be easily parallelized to run concurrently on multiple processing cores and that load balancing between processing cores - especially heterogeneous cores - is very difficult.

Multicore Technology: Architecture, Reconfiguration, and Modeling (Embedded Multi-Core Systems)

by Stephen J. Sangwine Muhammad Yasir Qadri

The saturation of design complexity and clock frequencies for single-core processors has resulted in the emergence of multicore architectures as an alternative design paradigm. Nowadays, multicore/multithreaded computing systems are not only a de-facto standard for high-end applications, they are also gaining popularity in the field of embedded computing. The start of the multicore era has altered the concepts relating to almost all of the areas of computer architecture design, including core design, memory management, thread scheduling, application support, inter-processor communication, debugging, and power management. This book gives readers a holistic overview of the field and guides them to further avenues of research by covering the state of the art in this area. It includes contributions from industry as well as academia.

Multicriteria Analysis: Applications to Water and Environment Management

by Ferenc Szidarovszky Mahdi Zarghami

Multicriteria analysis is one of the most important fields of decision science. This book gives an outline of the formulation of an appropriate model and presents a comprehensive summary of the most popular methods for solving multicriteria decision problems. In addition to the classical approach the book introduces fuzzy and stochastic methodology, models with uncertainty, social choice and conflict resolution. All methods are illustrated with easy to follow simple examples. At the end of each chapter detailed case studies are given in water and environment management including inter-basin water transfer, urban water management, water allocation, groundwater quality management, forest treatment, ranking water resources projects, reservoir planning, water distribution network design and long-term watershed management. The new methodology and the wide variety of case studies are not easily accessible elsewhere.

Multidimensional Analysis of Conversational Telephone Speech

by Friedemann Köster

This book presents a new diagnostic information methodology to assess the quality of conversational telephone speech. For this, a conversation is separated into three individual conversational phases (listening, speaking, and interaction), and for each phase corresponding perceptual dimensions are identified. A new analytic test method allows gathering dimension ratings from non-expert test subjects in a direct way. The identification of the perceptual dimensions and the new test method are validated in two sophisticated conversational experiments. The dimension scores gathered with the new test method are used to determine the quality of each conversational phase, and the qualities of the three phases, in turn, are combined for overall conversational quality modeling. The conducted fundamental research forms the basis for the development of a preliminary new instrumental diagnostic conversational quality model. This multidimensional analysis of conversational telephone speech is a major landmark towards deeply analyzing conversational speech quality for diagnosis and optimization of telecommunication systems.

Multidimensional Discrete Unitary Transforms: Representation: Partitioning, and Algorithms (Signal Processing and Communications)

by Artyom M. Grigoryan Sos S. Agaian

This reference presents a more efficient, flexible, and manageable approach to unitary transform calculation and examines novel concepts in the design, classification, and management of fast algorithms for different transforms in one-, two-, and multidimensional cases. Illustrating methods to construct new unitary transforms for best algorithm sele

Multidimensional Item Response Theory

by M. D. Reckase

First thorough treatment of multidimensional item response theory Description of methods is supported by numerous practical examples Describes procedures for multidimensional computerized adaptive testing

Multidimensional Modulations in Optical Communication Systems

by Silvello Betti Pierluigi Perrone Giuseppe Giulio Rutigliano

This book analyzes novel possibilities offered to the telecommunication engineer in designing tomorrow’s optical networks. Currently, optical and optoelectronic technologies make possible the realization of high-performance optical fiber communication systems and networks with the adoption of WDM configurations and both linear and nonlinear optical amplifications. The last step for increasing network throughput is represented by the implementation of multidimensional modulation formats in coherent optical communication systems, which enable increasing the bit rate/channel toward 400 Gbit/s/channel and beyond. Following this approach, the main emphasis is placed on innovative optical modulations. Multidimensional Modulations in Optical Communication Systems is an essential guide to the world of innovative optical communications from the point of view of growing capacity and security. It guides researchers and industries with the aim to exploring future applications for optical communications.

Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition

by Moncef Gabbouj Serkan Kiranyaz Turker Ince

For many engineering problems we require optimization processes with dynamic adaptation as we aim to establish the dimension of the search space where the optimum solution resides and develop robust techniques to avoid the local optima usually associated with multimodal problems. This book explores multidimensional particle swarm optimization, a technique developed by the authors that addresses these requirements in a well-defined algorithmic approach. After an introduction to the key optimization techniques, the authors introduce their unified framework and demonstrate its advantages in challenging application domains, focusing on the state of the art of multidimensional extensions such as global convergence in particle swarm optimization, dynamic data clustering, evolutionary neural networks, biomedical applications and personalized ECG classification, content-based image classification and retrieval, and evolutionary feature synthesis. The content is characterized by strong practical considerations, and the book is supported with fully documented source code for all applications presented, as well as many sample datasets. The book will be of benefit to researchers and practitioners working in the areas of machine intelligence, signal processing, pattern recognition, and data mining, or using principles from these areas in their application domains. It may also be used as a reference text for graduate courses on swarm optimization, data clustering and classification, content-based multimedia search, and biomedical signal processing applications.

Multidimensional Signal Processing: Proceedings of the Fifth International Conference on 3D Imaging Technologies—Multidimensional Signal Processing and Deep Learning, Volume 1 (Smart Innovation, Systems and Technologies #400)

by Srikanta Patnaik Roumen Kountchev Roumiana Kountcheva Yingkai Liu

This book presents high-quality research in the field of 3D imaging technology. The fifth edition of International Conference on 3D Imaging Technology (3DDIT-MSP&DL) continues the good traditions already established by the first four editions of the conference to provide a wide scientific forum for researchers, academia, and practitioners to exchange newest ideas and recent achievements in all aspects of image processing and analysis, together with their contemporary applications. The conference proceedings are published in two volumes. The main topics of the papers comprise famous trends such as: 3D image representation, 3D image technology, 3D images and graphics, and computing and 3D information technology. In these proceedings, special attention is paid at the 3D tensor image representation, the 3D content generation technologies, big data analysis, and also deep learning, artificial intelligence, the 3D image analysis and video understanding, the 3D virtual and augmented reality, and many related areas. The first volume contains papers in 3D image processing, transforms, and technologies. The second volume is about computing and information technologies, computer images, and graphics and related applications. The two volumes of the book cover a wide area of the aspects of the contemporary multidimensional imaging and the related future trends from data acquisition to real-world applications based on various techniques and theoretical approaches.

Multidimensional Signals Processing, AI Methods and Applications: Proceedings of WCI3DT 2024 (Smart Innovation, Systems and Technologies #418)

by Lakhmi C. Jain Srikanta Patnaik Wenfeng Wang Roumiana Kountcheva

This book contains new research works presented at the Third World Conference on Intelligent and 3D Technologies (WCI3DT2024), organized by IRNet International Academic Communication Center, held in Shanghai, China during May 24-26, 2024. The main topics in this volume cover contemporary parts in the area of the multidimensional signal processing, based on deep learning and related applications. Special attention is given to neural networks, which make up the backbone of deep learning algorithms and their improvement, and research works aimed at the real-time interaction with unmanned vehicles, machine translation, cloud computing, personalized product recommendation model for autonomous robots, power production monitoring and control, optimization and acceleration of machine learning algorithms, pattern recognition, building crack detection and many others.

Multidimensional Signals and Systems: Theory and Foundations

by Maximilian Schäfer Rudolf Rabenstein

This book covers the theory of multidimensional signals and systems and related practical aspects. It extends the properties and mathematical tools of one-dimensional signals and systems to multiple dimensions and covers relevant timeless topics including multidimensional transformations, multidimensional sampling as well as discrete multidimensional systems. A special emphasis is placed on physical systems described by partial differential equations, the construction of suitable integral transformations and the implementation of the corresponding discrete-time algorithms. To this end, signal spaces and functional transformations are introduced at a mathematical level provided by undergraduate programs in engineering and science.The presentation takes a comprehensive, illustrative and educational approach without reference to a particular application field. Instead, the book builds a solid theoretical concept of multidimensional signals and systems and shows the application to various problems relevant for practical scenarios.

Multidimensional Signals, Augmented Reality and Information Technologies: Proceedings of 3DWCAI 2023 (Smart Innovation, Systems and Technologies #374)

by Srikanta Patnaik Roumen Kountchev Wenfeng Wang Roumiana Kountcheva

This book features a collection of high-quality, peer-reviewed research papers presented at Second 'World Conference on Intelligent and 3-D Technologies' (WCI3DT 2023), held in China during May 26–28, 2023. The book provides an opportunity to researchers and academia as well as practitioners from industry to publish their ideas and recent research development work on all aspects of 3D imaging technologies and artificial intelligence, their applications and other related areas. The book presents ideas and the works of scientists, engineers, educators and students from all over the world from institutions and industries.

Multidimensional Views on Enterprise Information Systems

by Michael Felderer Felix Piazolo

This volume presents the revised and peer reviewed contributions of the 'EPR Future 2014' conference held in Dornbirn/Austria on November 17-18th, 2014. The book assembles latest research and recent practice on enterprise information systems in general and specifically on core topics like business process management (BPM), business intelligence (BI) and enterprise resource planning (ERP) systems. To master the challenges of enterprise information systems comprehensively, this book contains chapters with a business as well as an IT focus to consider enterprise information systems from various viewpoints.

Multidisciplinary Approaches to Contemporary Marketing: Digital Trends, Social Issues and Economics

by Fatih Sinan Esen Fatma Irem Konyalıoğlu

This book uniquely combines literature from different research fields of marketing, such as social and psychological perspectives, behavioral sciences, the digital era, sustainability, and corporate social responsibility, to present a multidisciplinary approach to marketing. With a diverse authorship bringing together the research and the expertise of multiple scholars, the combination of contexts and research fields in this book will illuminate the scope of marketing for researchers in the field. It discusses questions and issues such as innovative approaches to marketing in the digital era, the role of AI in modern neuromarketing approaches and the current marketing practices regarding corporate and social responsibility and sustainability. Covering a range of topics from green fiscal policies to accessible marketing practices as well as current trends in technologies in marketing, such as AI applications and digital transformations, this book will be a critical literature source due to its synergistic properties.

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